352 search results - page 28 / 71 » Non-derivable itemset mining |
ICDM
2005
IEEE
15 years 5 months ago
2005
IEEE
Frequent itemset mining is a core data mining operation and has been extensively studied over the last decade. This paper takes a new approach for this problem and makes two major...
101
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SIGCOMM
2010
ACM
15 years 1 days ago
2010
ACM
Finding the root-cause of a network security anomaly is essential for network operators. In our recent work [1, 5], we introduced a generic technique that uses frequent itemset mi...
DAWAK
2010
Springer
14 years 9 months ago
2010
Springer
Abstract. We present an information-theoretic framework for mining dependencies between itemsets in binary data. The problem of closure-based redundancy in this context is theoreti...
103
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SDM
2004
SIAM
15 years 1 months ago
2004
SIAM
Previous study has shown that mining frequent patterns with length-decreasing support constraint is very helpful in removing some uninteresting patterns based on the observation t...
109
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JIIS
2006
14 years 11 months ago
2006
Abstract In recent years, researchers have begun to study inductive databases, a new generation of databases for leveraging decision support applications. In this context, the user...